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An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly

The development of autonomous robotic systems is a key component in the expansion of space exploration and the development of infrastructures for in-space applications. An important capability for these robotic systems is the ability to maintain and repair structures in the absence of human input by...

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Autores principales: Moser, Joshua, Hoffman, Julia, Hildebrand, Robert, Komendera, Erik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914470/
https://www.ncbi.nlm.nih.gov/pubmed/35280960
http://dx.doi.org/10.3389/frobt.2022.709905
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author Moser, Joshua
Hoffman, Julia
Hildebrand, Robert
Komendera, Erik
author_facet Moser, Joshua
Hoffman, Julia
Hildebrand, Robert
Komendera, Erik
author_sort Moser, Joshua
collection PubMed
description The development of autonomous robotic systems is a key component in the expansion of space exploration and the development of infrastructures for in-space applications. An important capability for these robotic systems is the ability to maintain and repair structures in the absence of human input by autonomously generating valid task sequences and task to robot allocations. To this end, a novel stochastic problem formulation paired with a mixed integer programming assembly schedule generator has been developed to articulate the elements, constraints, and state of an assembly project and solve for an optimal assembly schedule. The developed formulations were tested with a set of hardware experiments that included generating an optimal schedule for an assembly and rescheduling during an assembly to plan a repair. This formulation and validation work provides a path forward for future research in the development of an autonomous system capable of building and maintaining in-space infrastructures.
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spelling pubmed-89144702022-03-12 An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly Moser, Joshua Hoffman, Julia Hildebrand, Robert Komendera, Erik Front Robot AI Robotics and AI The development of autonomous robotic systems is a key component in the expansion of space exploration and the development of infrastructures for in-space applications. An important capability for these robotic systems is the ability to maintain and repair structures in the absence of human input by autonomously generating valid task sequences and task to robot allocations. To this end, a novel stochastic problem formulation paired with a mixed integer programming assembly schedule generator has been developed to articulate the elements, constraints, and state of an assembly project and solve for an optimal assembly schedule. The developed formulations were tested with a set of hardware experiments that included generating an optimal schedule for an assembly and rescheduling during an assembly to plan a repair. This formulation and validation work provides a path forward for future research in the development of an autonomous system capable of building and maintaining in-space infrastructures. Frontiers Media S.A. 2022-02-25 /pmc/articles/PMC8914470/ /pubmed/35280960 http://dx.doi.org/10.3389/frobt.2022.709905 Text en Copyright © 2022 Moser, Hoffman, Hildebrand and Komendera. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Moser, Joshua
Hoffman, Julia
Hildebrand, Robert
Komendera, Erik
An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly
title An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly
title_full An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly
title_fullStr An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly
title_full_unstemmed An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly
title_short An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly
title_sort autonomous task assignment paradigm for autonomous robotic in-space assembly
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914470/
https://www.ncbi.nlm.nih.gov/pubmed/35280960
http://dx.doi.org/10.3389/frobt.2022.709905
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